In order to highlight the ability of our proposed model to generate diverse realistic set of document images, we present in Figure REF  a t-SNE  [1]} visualization of the different synthetic data samples with plausible layout content and variability in overall style and structure. Different clusters of samples correspond to particular layout structure as observed in the figure. We observe that synthetic document samples with complex layout structures have been generated by our model. From these examples, it is also observed that our model is powerful enough to generate complex document samples with multiple objects and multiple instances of the same object category. All the generated samples from the model shown in Figure REF  have a dimension of 128x128. In this work, we propose two final model baselines, for generated images of 64x64 and 128x128 dimension.
